diff --git a/RELEASES.md b/RELEASES.md
index a6c517065..9919076f6 100644
--- a/RELEASES.md
+++ b/RELEASES.md
@@ -20,7 +20,7 @@
 + Wrapper for `geomloss`` solver on empirical samples (PR #571)
 + Add `stop_criterion` feature to (un)regularized (f)gw barycenter solvers (PR #578)
 + Add `fixed_structure` and `fixed_features` to entropic fgw barycenter solver (PR #578)
-+ Add new entropic BAPG solvers for GW and FGW (PR #581)
++ Add new BAPG solvers with KL projections for GW and FGW (PR #581)
 + Add Bures-Wasserstein barycenter in `ot.gaussian` (PR #582)